LightRAG

LightRAG: A Simple and Fast Retrieval-Augmented Generation Model

Summary

LightRAG: A Simple and Fast Retrieval-Augmented Generation Model

LightRAG is a simple and fast retrieval-augmented generation model that can be used to generate natural language text from a given input. It is designed to be easy to use and can be easily integrated into existing applications.

Key Features of LightRAG

  • Supports multiple model APIs:

    • Ollama which I will show in this post.
    • OpenAI
    • Huggingface

    There is a large amount of examples for each model type in the github repo: https://github.com/HKUDS/LightRAG.